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  2. Very short term forecasting in global solar irradiance using linear and nonlinear models

Very short term forecasting in global solar irradiance using linear and nonlinear models Contribuciones en conferencias

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Perfil

Editorial / medio

  • Institute of Electrical and Electronics Engineers Inc.

Nombre del libro

  • 2017 3rd IEEE Workshop on Power Electronics and Power Quality Applications, PEPQA 2017 - Proceedings

Autor

  • Cristian Rodríguez Rivero
  • Johann Hernández

Resumen

  • The behavior of the Photovoltaic Systems are based on solar radiation that focuses on the panels, thus the generation of energy depends on this resource. Planning of these systems makes that demanding energy can be interrupted due to variant radiation behavior. Very short term forecasting models can be useful to improve the available supplies. Present proposal allows a first approach for term shorter prediction of global solar irradiance. Linear and nonlinear models were compared to implement this forecasting. Results show that nonlinear models based on computational intelligence techniques provide better results with a simpler methodology to get the models.

Área temática

  • Energía asequible y no contaminante

autores

  • http://vivoweb.org/ontology/core#FacultyMember
    Alvaro David Orjuela Cañón

fecha de publicación

  • 2017-7-14

Identidad

Identificador de objeto digital (DOI)

  • https://doi.org/10.1109/pepqa.2017.7981691

Número Estándar Internacional de Libros (ISBN)

  • 9781509066780